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Design LangGraph Agents for Geopolitical Analysis

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: AI-Powered Critical Mineral Supply Chain Security Assessment

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Linked challenge
AI-Powered Critical Mineral Supply Chain Security Assessment

Prompt source

Original prompt text with formatting preserved for inspection.

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Outline the architecture for a LangGraph agentic workflow. Define at least three distinct agent roles (e.g., 'Geopolitical Analyst', 'Supply Chain Expert', 'Legal Compliance Officer'), their specific responsibilities, communication protocols, and the state variables they will share and update. Detail how Llama 3.3 (70B) will be used by each agent for reasoning and information synthesis.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.